§ The result
2 points separate Cappfinity and Arya by Leoforce.
Cappfinity holds a 2-point edge over Arya by Leoforce under rubric v1.0, 40 to 38, across the Assessment and Sourcing cohorts. Arya by Leoforce takes 2 of the 7 criteria, Bias Audit Transparency among them, against 5 for Cappfinity, whose share includes Article 11 Technical Documentation. Bias Audit Transparency is at once the widest raw gap and the heaviest weighted swing, and it belongs to Arya by Leoforce — Arya by Leoforce 40, Cappfinity 28, on an 18% weight — which is 90% of the weighted advantage Arya by Leoforce holds across the 2 criteria on that side of the table.
Vendor profile
Arya by Leoforce
Leoforce's AI agents, successors to its long-running Arya matching platform, source candidates from a proprietary talent database, job boards and customers' ATS records, score and rank them for fit, engage them by email and SMS, prescreen career-site visitors and deliver pre-vetted, interview-ready applicants.
Vendor profile
Cappfinity
Cappfinity sells strengths-, skills- and cognitive-reasoning assessments, task-based job simulations, a digital assessment centre and an asynchronous video interview platform with optional AI-assisted scoring, and is used mainly for graduate and early-careers hiring.
§ The record
Arya by Leoforce is filed under Candidate sourcing AI, Cappfinity under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Cappfinity is in scope of Mobley v. Workday.
| Record | Arya by Leoforce | Cappfinity |
|---|---|---|
| Price tier | High | Enterprise |
| Headquarters | US | GB |
| Founded | 2012 | 2005 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 34% of the movement so far
Bias Audit Transparency
Arya by Leoforce 40 · Cappfinity 28
2.2 weighted points to Arya by Leoforce
20% weight · 52% of the movement so far
Article 11 Technical Documentation
Arya by Leoforce 30 · Cappfinity 36
1.2 weighted points to Cappfinity
12% weight · 67% of the movement so far
Post-Market Monitoring
Arya by Leoforce 30 · Cappfinity 38
1.0 weighted points to Cappfinity
8% weight · 80% of the movement so far
Customer Documentation
Arya by Leoforce 46 · Cappfinity 56
0.8 weighted points to Cappfinity
15% weight · 89% of the movement so far
Data Governance Disclosure
Arya by Leoforce 48 · Cappfinity 52
0.6 weighted points to Cappfinity
15% weight · 96% of the movement so far
FRIA Support
Arya by Leoforce 25 · Cappfinity 28
0.4 weighted points to Cappfinity
12% weight · 100% of the movement so far
Human Oversight Design
Arya by Leoforce 54 · Cappfinity 52
0.2 weighted points to Arya by Leoforce
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -1.6 — the difference between the two totals before either is rounded. Shares are of 6.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -2 beside that -1.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arya by Leoforce minus Cappfinity.
| Category | Weight | Arya by Leoforce | Cappfinity | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 36 | -6 | -1.2 |
| Bias Audit Transparency | 18% | 40 | 28 | +12 | +2.2 |
| FRIA Support | 15% | 25 | 28 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 48 | 52 | -4 | -0.6 |
| Human Oversight Design | 12% | 54 | 52 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 30 | 38 | -8 | -1.0 |
| Customer Documentation | 8% | 46 | 56 | -10 | -0.8 |
| Total | 100% | 38 (F) | 40 (F) | -2 | -1.6 |
§ Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | Arya by Leoforce | Cappfinity | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on the vendor's own domain | 3 | 1 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 6 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 2 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 6 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 26 | 5 | Audit reportSources on the vendor's own domain | 29 | 7 | Sources on the vendor's own domainSources on a separate domain |
Arya by Leoforce has 31 evidence rows across 7 of 7 criteria — 26 with a source URL, 5 documented absences; Cappfinity has 36 evidence rows across 7 of 7 criteria — 29 with a source URL, 7 documented absences; some documentation or audit rows for Cappfinity sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 67 evidence rows on file for these two vendors: 31 for Arya by Leoforce, across 2 distinct source domains, and 36 for Cappfinity, across 6 distinct source domains.
- Rubric
- v1.0
- Arya by Leoforce last reviewed
- September 25, 2026 · HireAIScore editorial team
- Cappfinity last reviewed
- September 25, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
§ Where next